Period
to 23 September 2019

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Kimball Methodology skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Kimball Methodology over the 6 months to 23 September 2019 with a comparison to the same period in the previous 2 years.

The Kimball Lifecycle
England > London
6 months to
23 Sep 2019
Same period 2018 Same period 2017
Rank 458 543 581
Rank change year-on-year +85 +38 -40
Permanent jobs citing Kimball Methodology 292 286 297
As % of all permanent IT jobs advertised in London 0.53% 0.42% 0.40%
As % of the Processes & Methodologies category 0.57% 0.45% 0.43%
Number of salaries quoted 277 215 219
London median annual salary £62,500 £60,000 £60,000
Median salary % change year-on-year +4.17% - +4.35%
10th Percentile £47,500 £42,500 £43,000
90th Percentile £87,500 £100,000 £76,250
England median annual salary £60,000 £52,500 £50,000
% change year-on-year +14.29% +5.00% -7.41%

Kimball Methodology is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 51,605 62,931 69,792
As % of all permanent IT jobs advertised in London 92.99% 92.59% 93.67%
Number of salaries quoted 41,568 50,416 53,543
London median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% +4.35%
10th Percentile £36,250 £35,000 £35,000
90th Percentile £97,500 £95,000 £90,000
England median annual salary £52,500 £50,140 £50,000
% change year-on-year +4.71% +0.28% -

Kimball Methodology
Job Vacancy Trend in London

Job postings citing Kimball Methodology as a percentage of all IT jobs advertised in London.

Job vacancy trend for Kimball Methodology in London

Kimball Methodology
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Kimball Methodology in London.

Salary trend for Kimball Methodology in London

Kimball Methodology
Salary Histogram in London

The salary distribution of IT jobs citing Kimball Methodology in London over the 6 months to 23 September 2019.

Salary histogram for Kimball Methodology in London

Kimball Methodology
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kimball Methodology within the London region over the 6 months to 23 September 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +94 121 £65,000 - 6
West London +35 13 £60,000 +9.09% 1
East London +30 8 £41,000 -31.67%
South London -30 4 £55,000 -8.33%
Kimball Methodology
England

For the 6 months to 23 September 2019, IT jobs citing Kimball Methodology also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the London region with a requirement for Kimball Methodology.

1 246 (84.25%) Business Intelligence
2 245 (83.90%) Data Warehouse
3 241 (82.53%) SQL
4 180 (61.64%) SQL Server Integration Services
5 173 (59.25%) SQL Server Analysis Services
6 169 (57.88%) SQL Server
7 168 (57.53%) SQL Server Reporting Services
8 156 (53.42%) Power BI
8 156 (53.42%) Power Platform
9 147 (50.34%) Data Modelling
10 146 (50.00%) Analytics
11 134 (45.89%) ETL
12 125 (42.81%) Microsoft
13 111 (38.01%) Agile Software Development
14 105 (35.96%) Azure
15 104 (35.62%) Finance
16 90 (30.82%) Data Analysis Expressions (DAX)
17 84 (28.77%) Data Analytics
18 83 (28.42%) Python
19 78 (26.71%) T-SQL
20 77 (26.37%) Inmon Methodology
21 75 (25.68%) Azure SQL Database
22 73 (25.00%) Azure Data Factory
23 72 (24.66%) Data Lake
23 72 (24.66%) Microsoft Analysis Services
24 69 (23.63%) Problem-Solving
25 68 (23.29%) Databricks
26 66 (22.60%) MDX
27 63 (21.58%) DevOps
28 62 (21.23%) Scrum

Kimball Methodology
Co-occurring IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 24 (8.22%) Apache Spark
2 11 (3.77%) Apache
3 5 (1.71%) Oracle SOA Suite
4 3 (1.03%) Apache Airflow
4 3 (1.03%) ArcGIS
5 1 (0.34%) SharePoint
Applications
1 16 (5.48%) Microsoft Excel
Business Applications
1 6 (2.05%) Cognos Business Intelligence
2 2 (0.68%) Markit EDM
Cloud Services
1 156 (53.42%) Power Platform
2 105 (35.96%) Azure
3 73 (25.00%) Azure Data Factory
4 17 (5.82%) GCP
5 10 (3.42%) AWS
6 6 (2.05%) Cloud Computing
7 2 (0.68%) Azure Stack
7 2 (0.68%) Google Analytics
8 1 (0.34%) GitHub
8 1 (0.34%) Mimecast
Communications & Networking
1 4 (1.37%) FTP
2 1 (0.34%) iSCSI
2 1 (0.34%) NAS
2 1 (0.34%) SAN
Database & Business Intelligence
1 245 (83.90%) Data Warehouse
2 180 (61.64%) SQL Server Integration Services
3 173 (59.25%) SQL Server Analysis Services
4 169 (57.88%) SQL Server
5 168 (57.53%) SQL Server Reporting Services
6 156 (53.42%) Power BI
7 75 (25.68%) Azure SQL Database
8 72 (24.66%) Data Lake
8 72 (24.66%) Microsoft Analysis Services
9 37 (12.67%) Relational Database
10 36 (12.33%) SQL Server 2012
11 30 (10.27%) Enterprise Data Warehouse
12 29 (9.93%) OLAP
13 28 (9.59%) Big Data
14 27 (9.25%) SQL Server 2016
15 20 (6.85%) Hadoop
16 18 (6.16%) Cosmos DB
16 18 (6.16%) MongoDB
17 15 (5.14%) Apache Hive
17 15 (5.14%) Snowflake Schema
Development Applications
1 20 (6.85%) Git (software)
2 18 (6.16%) Visual Studio
3 14 (4.79%) JIRA
4 6 (2.05%) SQL Server Management Studio (SSMS)
5 4 (1.37%) Team Foundation Server
6 1 (0.34%) Subversion
General
1 104 (35.62%) Finance
2 46 (15.75%) Banking
3 5 (1.71%) Marketing
4 3 (1.03%) Retail
5 2 (0.68%) Automotive
6 1 (0.34%) Advertising
6 1 (0.34%) Corporate Banking
6 1 (0.34%) Financial Institution
6 1 (0.34%) Investment Banking
6 1 (0.34%) Publishing
Job Titles
1 201 (68.84%) Developer
2 127 (43.49%) Business Intelligence Developer
3 79 (27.05%) SQL Developer
4 56 (19.18%) SQL BI Developer
5 44 (15.07%) Business Intelligence Lead
5 44 (15.07%) Lead Developer
5 44 (15.07%) Senior Developer
6 43 (14.73%) Database Developer
6 43 (14.73%) Senior Business Intelligence Developer
7 40 (13.70%) SQL Database Developer
8 36 (12.33%) Data Warehouse Developer
9 35 (11.99%) Azure Developer
10 26 (8.90%) Informatica Developer
11 24 (8.22%) Analyst
12 22 (7.53%) ETL Developer
13 20 (6.85%) Azure Specialist
13 20 (6.85%) Business Intelligence Specialist
13 20 (6.85%) SQL Server Developer
14 19 (6.51%) SSIS Developer
14 19 (6.51%) SSRS Developer
Libraries, Frameworks & Software Standards
1 66 (22.60%) MDX
2 20 (6.85%) .NET
3 13 (4.45%) Kafka
4 6 (2.05%) Apache Beam
5 5 (1.71%) Pyramid
5 5 (1.71%) RESTful
5 5 (1.71%) Web Services
6 3 (1.03%) .NET Core
7 1 (0.34%) PySpark
Miscellaneous
1 33 (11.30%) Data Centre
2 22 (7.53%) Analytical Skills
3 15 (5.14%) Greenfield Project
4 14 (4.79%) Data Structures
5 6 (2.05%) Credit Risk
6 2 (0.68%) Derivative
6 2 (0.68%) Equities
6 2 (0.68%) Fixed Income
6 2 (0.68%) OTC Derivatives
6 2 (0.68%) Virtual Team
7 1 (0.34%) Clustering
7 1 (0.34%) Reference Data
7 1 (0.34%) Reinsurance
7 1 (0.34%) Self-Motivation
Processes & Methodologies
1 246 (84.25%) Business Intelligence
2 147 (50.34%) Data Modelling
3 146 (50.00%) Analytics
4 134 (45.89%) ETL
5 111 (38.01%) Agile Software Development
6 84 (28.77%) Data Analytics
7 77 (26.37%) Inmon Methodology
8 69 (23.63%) Problem-Solving
9 63 (21.58%) DevOps
10 62 (21.23%) Scrum
11 48 (16.44%) Kanban
12 47 (16.10%) Dashboard Development
13 43 (14.73%) Data Ingestion
14 36 (12.33%) Data Architecture
15 24 (8.22%) Visualisation
16 23 (7.88%) Computer Science
16 23 (7.88%) Dimensional Modelling
17 22 (7.53%) Performance Tuning
18 21 (7.19%) Mathematics
19 20 (6.85%) ETL Development
Programming Languages
1 241 (82.53%) SQL
2 90 (30.82%) Data Analysis Expressions (DAX)
3 83 (28.42%) Python
4 78 (26.71%) T-SQL
5 44 (15.07%) PL/SQL
6 38 (13.01%) C#
7 13 (4.45%) R
8 7 (2.40%) Java
8 7 (2.40%) PowerShell
9 5 (1.71%) Scala
10 4 (1.37%) VB
10 4 (1.37%) VBA
11 1 (0.34%) C++
11 1 (0.34%) VB.NET
Qualifications
1 29 (9.93%) Degree
2 22 (7.53%) Computer Science Degree
3 3 (1.03%) MBA
Quality Assurance & Compliance
1 9 (3.08%) QA
2 5 (1.71%) Data Quality
2 5 (1.71%) GDPR
System Software
1 12 (4.11%) HDFS
2 5 (1.71%) Docker
Systems Management
1 11 (3.77%) SQL Sentry
2 2 (0.68%) Kubernetes
2 2 (0.68%) Terraform
3 1 (0.34%) Microsoft Clustering
Vendors
1 125 (42.81%) Microsoft
2 68 (23.29%) Databricks
3 48 (16.44%) Oracle
4 35 (11.99%) Tableau
5 33 (11.30%) Informatica
6 14 (4.79%) Google
7 9 (3.08%) SAP
8 7 (2.40%) Sybase
9 6 (2.05%) Cognos
10 4 (1.37%) IBM
10 4 (1.37%) Netezza
11 3 (1.03%) Talend
12 1 (0.34%) Instagram
12 1 (0.34%) NetApp
12 1 (0.34%) Twitter